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Experimental Demonstration of Multimode Fiber Imaging Based on Pre-trained Autoencoder
- Source :
- 14th Pacific Rim Conference on Lasers and Electro-Optics (CLEO PR 2020).
- Publication Year :
- 2020
- Publisher :
- Optica Publishing Group, 2020.
-
Abstract
- We propose to use autoencoder and a two-stage training strategy for image reconstruction in multimode fiber imaging system. Compared with the conventional method of U-net, this approach achieves higher reconstruction accuracy and faster convergence speed.
Details
- Database :
- OpenAIRE
- Journal :
- 14th Pacific Rim Conference on Lasers and Electro-Optics (CLEO PR 2020)
- Accession number :
- edsair.doi...........96fa465bfc1092d692a74f3cd73f29e4
- Full Text :
- https://doi.org/10.1364/cleopr.2020.p4_26